NLP Research Innovation Lead

23 hours ago

Bengaluru, Karnataka, India beBeeinnovation Full time ₹ 20,00,000 - ₹ 25,00,000

Research Innovation Lead

 

Our organization seeks a driven professional to spearhead model development and prototyping in the field of NLP research.

 

The ideal candidate will have hands-on experience with state-of-the-art LLM architectures, prompt engineering strategies, and LLM training techniques tailored to healthcare and oncology text. Their primary responsibility will be to drive proof-of-concepts from rapid iterations to rigorous experimental evaluations on clinical-text tasks.

 

Key Responsibilities:

  1. Rapidly prototype novel LLM architectures, adapter modules, and prompt-tuning strategies for tasks such as clinical note summarization, entity extraction, and question answering.
  2. Define evaluation protocols, run ablation studies, and analyze results to quantify improvements in accuracy, robustness, and domain generalization.
  3. Build end-to-end POCs demonstrating how research breakthroughs translate into tangible gains on real healthcare datasets.
  4. Work alongside NLP engineers and MLOps teams to hand off production-ready prototypes; present findings in regular research seminars and contribute to internal or external publications.
  5. Continuously survey the latest NLP/ML research, distill key innovations, and propose experiments to test applicability in our clinical environment.

 

Why this role is exciting?

  1. Opportunity to revolutionize a unique industry that has the potential to impact and benefit patients worldwide.
  2. Access to cutting-edge computing resources.
  3. A hard-working yet super fun culture.
  4. Chance to work on challenging problems in a highly regulated industry.
  5. Expertise growth opportunities through collaboration with industry experts.

 

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